Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "169"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 169 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 243 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 227 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_16078/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 169, Node 15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 88.212287 105.063007 inf inf 20.766900 34.468015 52.664712 97.400025 nan nan nan 0.000000 0.000000
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.651210 3.734172 24.006460 21.034740 16.666818 19.354504 7.675949 5.887126 0.6708 0.6703 0.3082 7.157828 5.377017
2459592 digital_ok 100.00% 0.00% 0.00% 0.00% - - 3.338019 3.768085 55.899883 55.671541 10.445564 12.653222 -1.712826 0.424625 0.7578 0.7774 0.4000 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.824040 5.409365 27.692072 24.806641 14.375127 16.437104 -2.037258 -1.702247 0.6396 0.6527 0.3925 4.918038 4.248071
2459590 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 357.298605 361.419590 inf inf 31.352232 37.210704 177.749371 234.383597 nan nan nan 0.000000 0.000000
2459589 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 336.764293 337.926862 inf inf 21.072261 46.319429 101.864764 334.925087 nan nan nan 0.000000 0.000000
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 211.827217 222.558964 inf inf 22.329102 26.301224 50.707652 17.108956 nan nan nan 0.000000 0.000000
2459587 digital_ok 100.00% - - - 100.00% 0.00% 7.407019 5.943007 39.692962 35.157583 2.477807 3.251534 -2.200847 -0.778932 nan nan nan 9.985577 8.589727
2459586 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.668439 1.421814 3.122545 2.500766 6.110552 6.266863 -1.511311 -0.946174 0.6430 0.6557 0.3727 5.602654 5.036431
2459585 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 35.367969 36.147894 23.702294 23.167024 7.344600 7.742419 -2.835135 -1.036202 0.7134 0.7252 0.3102 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 19.063544 17.558722 39.917900 36.393733 10.666467 11.618134 34.076469 33.990502 0.5995 0.6152 0.3883 6.140683 4.785253
2459583 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.011141 4.775616 11.522346 10.483150 10.929558 11.930834 -1.885555 -0.989304 0.6377 0.6479 0.4113 5.530629 3.656875
2459582 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.569407 4.468749 10.556537 9.306560 13.291141 14.880097 -1.914720 -1.631023 0.6462 0.6575 0.4046 7.485184 5.278973
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.867939 6.758120 10.933745 10.466615 10.570126 12.047761 -1.774137 -1.451971 0.6437 0.6569 0.4052 4.353127 3.431916
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.170275 4.981793 12.071618 10.884575 12.108500 12.837234 -2.098682 -1.243150 0.6481 0.6614 0.3997 9.889635 7.411835
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.985541 4.927196 13.826349 12.294008 13.355812 14.903831 -2.422036 -2.241907 0.6436 0.6534 0.4051 15.359784 11.225714
2459578 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.924411 4.558845 31.044224 31.265444 9.387049 16.186849 1.347291 6.847540 0.7682 0.7926 0.4091 nan nan
2459577 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.394065 6.349874 10.320720 9.626441 11.828354 13.239202 -1.874353 -1.242027 0.6429 0.6574 0.4023 7.897084 6.185511
2459576 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.721776 4.870024 7.764622 6.999944 11.029487 11.930064 -1.760369 -1.727259 0.6607 0.6733 0.4099 4.713235 3.848591
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.413912 3.799035 8.343230 7.460496 9.207163 9.049016 5.957237 4.847773 0.7207 0.7285 0.3605 6.453346 4.455995
2459574 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.577083 5.687178 14.929393 13.804071 13.751988 15.040577 -2.221246 -1.817491 0.6633 0.6756 0.4060 5.652468 3.396577
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.234328 5.242388 7.808276 7.098782 9.031125 9.714540 -2.578519 -2.627175 0.6673 0.6793 0.4027 8.124287 6.004993
2459571 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.162269 4.074271 32.069467 32.219476 30.409751 40.535654 1.634468 5.006484 0.7020 0.7254 0.3883 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459566 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.046105 5.164019 10.637490 9.903540 10.740620 11.738642 -1.771132 -1.189481 0.6647 0.6762 0.4149 4.832988 3.465210
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.751415 0.751415 0.674491 0.674491 0.881824 0.881824 0.311291 0.311291 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% 2.930524 1.902742 2.224967 1.423725 -0.325241 -0.643216 -1.753189 -1.281368 0.6718 0.6800 0.4159 2.051237 1.746879
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.618482 5.714158 22.503877 21.098907 11.391417 12.762249 -1.783579 -1.348122 0.6731 0.6813 0.4084 4.490917 3.482702
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 4.86% 1.834857 0.967824 0.659321 0.227884 -0.775365 -1.198538 -1.406077 -1.092940 0.6745 0.6882 0.4054 2.076961 1.902209
2459561 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 13.51% 1.834323 1.264750 0.800492 0.614196 -0.321248 -0.233725 -1.637121 -1.483532 0.6751 0.6844 0.4145 2.006384 1.772338
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 1.08% 2.560178 1.968287 1.379623 1.102374 0.033078 0.103142 -1.623359 -1.424079 0.6726 0.6881 0.4051 1.960606 1.776936
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.800269 5.883522 12.185227 10.958427 12.329846 12.447386 -2.061453 -1.758223 0.6781 0.6859 0.4086 14.196876 10.889130
2459557 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.8184 0.8301 0.3142 nan nan
2459556 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6718 0.6694 0.3997 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6681 0.6647 0.3963 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.314810 7.100227 16.537753 15.664351 17.267554 17.446370 0.091530 0.295318 0.6762 0.6867 0.4144 0.000000 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 2.062324 1.492025 1.160531 0.855089 -0.695649 -0.660551 -2.008535 -1.856483 0.6736 0.6881 0.4097 1.917450 1.721288
2459550 digital_ok - 28.01% 28.01% 0.00% - - nan nan nan nan nan nan nan nan 0.5423 0.5587 0.2670 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.459984 5.701004 12.225471 11.549250 11.964043 12.327090 -2.445280 -2.091078 0.6744 0.6874 0.4187 4.535137 3.465600
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.191288 5.980884 24.239369 23.334877 0.336382 0.935773 -2.199807 -1.716775 0.7417 0.7464 0.3629 13.858909 11.056833
2459541 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459540 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.662909 8.730951 20.038316 19.092779 18.230471 18.477889 -3.840336 -3.054317 0.6872 0.7035 0.4479 0.000000 0.000000
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 98.21% 1.79% 2.454912 1.576213 2.052912 1.752495 0.277711 0.482642 -1.424601 -1.610197 0.7666 0.7569 0.3845 0.992761 1.001694
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 78.57% 1.969634 1.177338 1.144607 0.866254 -0.950279 -0.159439 -1.545020 -1.435141 0.7554 0.7438 0.3795 30.651904 17.550883
2459533 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.412131 6.166485 12.616398 11.747428 10.268986 11.432684 -2.820180 -2.222900 0.6762 0.6945 0.4396 0.000000 0.000000
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.644618 7.216571 16.509144 15.072511 12.998130 14.221305 -2.373037 -2.171680 0.6850 0.7017 0.4275 38.844173 22.559623
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 98.82% 1.18% 1.974416 1.356832 1.017069 0.726176 -0.427390 -0.300616 -2.032863 -1.158374 0.7026 0.7142 0.4239 0.812255 0.816451
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 digital_ok 100.00% 0.00% 0.00% 0.00% - - 4.949191 5.312832 30.372969 30.684626 9.250943 21.821345 1.900790 7.113532 0.8628 0.9082 0.2582 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.248234 -0.711474 0.934009 -1.103056 -0.180895 -1.078654 0.524731 -0.868044 0.9136 0.9575 0.1809 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.114201 -0.291185 1.848157 -0.887275 -1.351758 -0.546715 -1.450160 -0.164145 0.8927 0.8633 0.1933 5.208738 4.533204
2459503 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.449991 0.134733 1.983051 -0.335065 2.945403 -0.407756 -1.271759 -0.584161 0.0599 0.0616 0.0040 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 169: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 37.480139 26.155980 26.948260 24.478286 24.890308 36.111871 37.480139 -0.047453 0.617082

Antenna 169: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 39.376975 23.201204 23.696635 26.389209 26.657541 37.377053 39.376975 1.854144 4.128030

Antenna 169: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 42.127811 20.116879 20.400594 27.746507 27.804451 39.859623 42.127811 -0.426962 0.825706

Antenna 169: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 27.303320 19.894835 19.582575 23.045166 23.380495 27.303320 25.969231 8.890988 9.436121

Antenna 169: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 42.253572 20.767428 21.387895 28.027099 28.640229 38.735613 42.253572 -0.446263 0.436487

Antenna 169: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 41.080986 11.642522 12.373135 40.045015 41.080986 33.658387 36.480141 -1.407509 -1.555973

Antenna 169: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 40.319564 18.881359 18.080709 31.401649 31.543557 40.319564 37.038927 -0.884346 -0.516888

Antenna 169: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 19.253734 15.101723 16.334883 8.462317 9.163693 16.594255 19.253734 -1.329649 -0.734767

Antenna 169: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 15.069144 13.893248 15.069144 4.193657 4.672380 9.372629 10.801335 -1.042206 -0.916730

Antenna 169: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 2.134744 2.134744 1.779943 0.937542 0.819256 -0.145457 -0.646234 -2.101618 -1.776040

Antenna 169: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 18.468218 8.922885 9.648870 6.475806 7.024923 16.361036 18.468218 -3.004829 -3.231959

Antenna 169: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 26.608753 8.762391 7.751395 7.716861 7.806654 26.608753 25.360405 -5.622914 -5.219404

Antenna 169: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 13.322993 5.894684 6.366983 10.590660 11.620401 10.834542 13.322993 -3.054687 -3.972936

Antenna 169: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 3.032990 2.809330 1.941553 3.032990 2.073178 2.227604 1.224785 -2.515336 -2.110335

Antenna 169: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 2.924427 1.789517 2.721366 2.006918 2.924427 1.205354 2.170834 -1.483726 -2.369985

Antenna 169: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 9.308483 5.466771 6.165336 7.513008 8.782152 7.259290 9.308483 -1.725027 -3.113829

Antenna 169: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 12.085242 6.308116 7.036424 9.698603 11.323728 9.195254 12.085242 -2.492329 -2.102027

Antenna 169: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 12.251614 7.218427 6.585349 12.251614 10.692855 11.816129 8.671614 -4.061328 -3.427091

Antenna 169: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 3.428421 3.428421 2.636277 3.244961 2.382764 2.454465 1.522155 -2.664208 -2.514671

Antenna 169: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 3.025804 2.371788 3.025804 2.059402 2.731285 1.329025 2.253711 -2.006715 -2.537083

Antenna 169: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 14.989931 7.765688 8.844803 12.925431 14.989931 8.826856 12.730309 -3.704841 -4.452658

Antenna 169: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power inf 678.105792 1381.976130 inf inf 5259.301711 5849.628642 12617.390090 15791.956782

Antenna 169: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 9.412752 6.230396 6.777851 8.505512 9.412752 7.201919 9.162135 -3.764085 -4.838099

Antenna 169: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 24.059977 7.486871 6.801707 12.245632 10.562774 24.059977 15.773075 -6.706235 -4.108885

Antenna 169: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 1.616636 1.616636 1.015715 1.368654 0.689792 0.783379 0.313113 -1.860608 -1.318149

Antenna 169: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 5.501682 4.563943 3.431664 5.501682 4.166394 4.237013 2.208446 -2.988236 -1.459308

Antenna 169: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 4.578532 2.450586 2.868167 3.779723 4.578532 2.877279 3.929768 -1.620849 -2.282060

Antenna 169: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 6.019132 4.715348 3.457537 4.342084 3.340672 6.019132 3.822470 -2.170741 -0.118958

Antenna 169: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 4.869853 3.661847 2.435839 3.835255 2.806800 4.869853 2.319704 -3.283326 0.381864

Antenna 169: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 5.261658 3.290519 5.127574 3.638264 4.869474 3.180715 5.261658 -2.351299 -3.102448

Antenna 169: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 15.945295 7.237476 5.718039 14.443845 12.848573 15.945295 10.524566 -2.880706 -2.948149

Antenna 169: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 17.686825 8.299999 7.176487 13.108323 11.479759 17.686825 15.235591 -2.354858 -1.486558

Antenna 169: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 4.857130 4.857130 3.376776 4.388102 3.344097 3.879416 1.871603 -3.615697 -2.476605

Antenna 169: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 7.419830 5.244019 3.648002 7.419830 6.077255 6.954370 4.726682 -2.847609 -2.861777

Antenna 169: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 33.264023 22.221715 22.275234 33.264023 33.074117 15.358023 13.641587 2.560910 6.547087

Antenna 169: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 Not Found nn Power 49.050676 40.755390 41.809908 49.050676 48.077677 5.626995 7.643226 -0.914413 -2.198022

Antenna 169: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 4.575019 2.990316 4.575019 2.588553 3.653373 2.716889 3.729740 -1.926931 -3.618896

Antenna 169: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Temporal Discontinuties 38.237882 23.883997 24.710242 34.356730 34.140069 4.516195 4.476216 11.692367 38.237882

Antenna 169: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 21.004754 7.581321 6.712967 21.004754 18.568609 17.431465 14.948466 -3.418532 -2.682416

Antenna 169: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Power 47.519318 26.042681 26.210276 47.433391 47.519318 13.116706 11.145613 -3.655614 -2.677599

Antenna 169: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Power 61.554417 49.820173 50.390926 61.554417 61.350610 24.166654 27.396214 3.561712 -0.330512

Antenna 169: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 64.653119 28.989985 29.748065 64.653119 63.969299 18.615348 16.143770 1.155563 6.280911

Antenna 169: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 19.516432 7.479476 5.382139 19.516432 16.345068 15.496378 12.176910 -4.581460 -3.568038

Antenna 169: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 5.389314 3.112497 4.139038 4.242961 5.389314 3.801143 4.903379 -1.767694 -2.353736

Antenna 169: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 33.617541 24.281825 23.918112 33.358920 33.617541 15.840255 14.923822 -2.802973 -4.021394

Antenna 169: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 34.051581 21.709866 21.566104 33.990259 34.051581 5.364601 5.423484 -4.050662 -5.426908

Antenna 169: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 36.809639 28.209842 27.812254 36.431259 36.809639 9.058720 9.159810 -2.195240 -1.964535

Antenna 169: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 21.511077 5.531725 7.807645 12.095230 14.741427 19.773708 21.511077 -1.901999 -2.888155

Antenna 169: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 34.161696 21.561534 21.729821 34.161696 34.095626 8.466843 8.611373 3.127883 0.643291

Antenna 169: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 35.502043 19.676369 19.644925 35.412093 35.502043 18.498505 16.364978 -2.014560 -1.765921

Antenna 169: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Power 26.415039 14.688152 14.746537 26.415039 26.411550 19.856923 17.320137 -3.515331 -4.071915

Antenna 169: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 32.194067 21.274114 21.034378 32.023862 32.194067 12.275561 14.934250 -5.357033 -6.582026

Antenna 169: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 29.712958 17.203733 17.225729 29.478097 29.712958 27.595596 27.279045 -2.727701 -3.281341

Antenna 169: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 15.236996 8.926325 7.748755 15.236996 13.583463 14.473739 12.215507 -4.095842 -2.675634

Antenna 169: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Temporal Variability 40.845528 15.150401 15.041837 31.434188 31.274323 34.146548 40.845528 -0.286257 5.288957

Antenna 169: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Temporal Variability 51.907306 16.830747 16.800888 26.886095 27.157055 51.907306 37.143946 3.299094 -2.769574

Antenna 169: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 35.801728 19.202245 19.373797 35.801728 35.212463 17.784719 20.695410 1.302851 0.582700

Antenna 169: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 27.796774 18.760593 19.061410 27.796774 27.470147 14.248752 17.715541 -3.359388 -1.606675

Antenna 169: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Temporal Variability 29.340546 16.979965 17.049132 27.334466 27.075993 23.277641 29.340546 -2.397735 -0.296347

Antenna 169: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 17.390530 7.575627 6.324137 15.964680 13.596708 17.390530 14.306266 -4.085795 -3.567260

Antenna 169: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 32.509159 21.797294 21.682353 32.286479 32.509159 18.340794 15.458130 2.933580 4.165232

Antenna 169: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 16.146339 7.061278 7.802542 14.461821 16.146339 13.211453 14.255183 -0.079707 -0.039201

Antenna 169: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 16.938241 5.242124 5.594519 16.904905 16.938241 0.809419 0.327922 -0.103728 -0.544029

Antenna 169: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Power 20.923465 5.232070 5.451296 20.923465 20.814006 17.278185 12.491476 3.430784 1.421849

Antenna 169: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 169: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Shape 1.273628 1.098871 1.273628 -0.457429 -0.421254 -0.805387 -0.449154 -3.291160 -3.687381

Antenna 169: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Power 18.141131 4.394587 4.582344 18.141131 17.981256 18.020486 17.460799 -2.662174 -2.904506

Antenna 169: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 42.690516 18.478352 18.417199 42.381867 42.690516 12.668550 7.998825 8.494382 4.038512

Antenna 169: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 54.198944 16.413121 16.275742 53.583101 54.198944 4.488420 2.930380 -7.650824 -8.329065

Antenna 169: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 15.565606 4.536651 3.725076 15.565606 13.016097 4.339136 5.935355 -4.235143 -3.398485

Antenna 169: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Power 7.615742 3.796470 4.565840 6.359614 7.615742 5.742844 3.778972 -2.556050 -2.911262

Antenna 169: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Discontinuties 16215.789562 5257.334802 5257.334802 4907.870816 4907.870816 3320.613844 3320.613844 16215.789562 16215.789562

Antenna 169: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok nn Temporal Discontinuties 3679.198793 1007.303184 1007.303184 904.289349 904.289349 922.067664 922.067664 3679.198793 3679.198793

Antenna 169: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Discontinuties 2392.411631 749.362140 749.362140 727.851561 727.851561 722.195645 722.195645 2392.411631 2392.411631

Antenna 169: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 N15 digital_ok ee Temporal Variability 12.540420 6.335375 7.968654 8.847086 10.506224 10.930954 12.540420 0.125100 -3.003681

Antenna 169: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Temporal Discontinuties 16.950751 4.651470 3.181605 16.217694 13.373308 14.220894 8.849228 16.950751 13.597521

Antenna 169: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 8.073374 4.846308 5.083820 8.073374 6.799353 4.420363 4.378349 6.518059 7.063212

Antenna 169: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 17.027887 5.387949 3.579975 17.027887 13.881273 4.183893 2.857760 -5.232388 -3.989073

Antenna 169: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 18.312910 6.637989 5.071192 18.312910 15.429648 7.876733 3.855279 -7.554806 -5.977269

Antenna 169: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok nn Temporal Variability 14.280118 5.086740 3.563397 11.081341 9.391170 14.039476 14.280118 -3.992299 -2.769910

Antenna 169: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 169: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 14.737381 4.316898 4.813046 12.798468 14.737381 -1.240423 -3.307223 -7.981676 -9.951722

Antenna 169: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 11.119089 4.502638 5.585376 9.755709 11.119089 3.802900 5.534338 -0.532693 -1.580020

Antenna 169: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 10.290608 5.152216 6.478334 9.095713 10.290608 2.876200 5.969129 -0.165953 -1.581284

Antenna 169: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 14.083871 6.417659 5.140681 14.083871 12.209153 3.320849 2.223828 -2.266604 -0.987626

Antenna 169: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 15.626951 4.648053 6.431870 13.079540 15.626951 9.353108 9.117555 -2.429281 -3.868196

Antenna 169: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Temporal Variability 13.364537 6.191018 4.392864 13.283265 11.216943 13.364537 11.112554 -2.789109 -1.112164

Antenna 169: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 14.415821 4.988194 6.819455 12.126231 14.415821 7.316225 8.600470 -2.042453 -2.581782

Antenna 169: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Temporal Variability 19.523386 8.703325 6.436976 14.563938 12.308352 19.523386 18.318018 -2.773718 -1.442418

Antenna 169: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 14.676789 4.260000 5.929046 12.166117 14.676789 4.337636 5.467248 0.811396 -1.630607

Antenna 169: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok nn Temporal Variability 20.202335 5.487716 7.524649 11.058035 12.794651 20.202335 19.905914 -3.711246 -4.330237

Antenna 169: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 169: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 71.479001 22.569490 20.935458 70.574409 71.479001 11.275978 10.311887 6.103950 3.748540

Antenna 169: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 169: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Power 14.856603 7.422428 5.161060 14.856603 12.678545 9.031597 10.109549 -5.953800 -4.654116

Antenna 169: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Temporal Discontinuties 5.800944 0.361875 0.005135 -0.428751 0.561446 2.208833 0.952764 5.800944 1.107969

Antenna 169: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Temporal Variability 35.796098 6.751242 9.249629 20.620628 23.984560 32.305636 35.796098 1.038619 -2.928586

Antenna 169: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 169: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
169 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 169: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
169 15 digital_ok ee Temporal Variability 21.055845 9.355245 12.966447 17.864430 13.418215 21.055845 18.347137 1.932970 0.005790